Agentic AI Engineering
- Multi-Agent Orchestration
- Tiered Model Routing
- Role-Specialized Agents
- Adversarial Verification
- Parallel Fan-Out + Synthesis
- Human-Gated Deploys
- Persistent Cross-Session Memory
- Skill Supply-Chain Allowlisting
Hi, I'm Pradeep
Founder & CTO | Solution Architect, RAYFINITE LLC
Eighteen years architecting, building, and securing the systems organizations depend on. Cloud, security, full-stack, and AI are the tools. The work underneath never changes: understand the problem before you build.
About
I'm a Solution Architect and Senior Software Engineer with 18+ years architecting, building, and securing enterprise systems. The method rarely changes: understand the purpose a system exists to serve, study the problem underneath it, and let the stack follow from that. Cloud, security, full-stack, and AI are all tools, and which one matters depends entirely on the problem in front of it.
I designed and operate a tiered, multi-agent AI engineering system (Opus, Sonnet, and Haiku models routed by task, role-specialized agents, and human-gated deploys) and use it to architect and build the RAYFINITE portfolio end to end: from the RAYFINITE Agentic Framework that the whole portfolio is built through, and the web and intranet platform that runs the company, to an ERP intelligence platform, a security layer, cloud/edge incident-response tooling, and consumer apps spanning wellbeing and personal accountability. Twelve ventures, one architecture practice. The detail on each is below.
My practice spans deep cloud (AWS, Firebase/GCP), security (NIST 800-53), and full-stack engineering, including leading a team of three engineers at a U.S. state agency, alongside hands-on work across the modern AI stack (the Anthropic Claude API, Apple Foundation Models, Google Vertex AI, MCP servers, RAG, and multi-agent orchestration).
Fluent in English, Telugu, and Hindi.
Founder | CTO | Solution Architect
RAYFINITE LLC, Los Angeles, CA
Building products end-to-end: architecture, engineering, security, and launch, through a proprietary multi-agent engineering platform.
MS, Computer Science
New York Institute of Technology
Specialization: Artificial Intelligence
Twelve ventures spanning AI infrastructure, fact-verification, security, and consumer apps, architected, built, and shipped through the same tiered agent system above. Expand any entry for the full picture.
The operational backbone behind every product in this portfolio: tiered model routing across Opus, Sonnet, and Haiku; role-specialized executive and engineering agents; fail-closed CI security-review gates verified adversarially with bait pull requests; cross-machine agent federation; and skill supply-chain allowlisting. I designed and packaged it as a versioned, installable plugin, so the same engineering discipline, not just the code, travels with every venture I build.
Visit rayfinite.com See project cardThe public RAYFINITE site, plus the internal platform that runs the company behind it: identity and access control, HR, goals and approvals, asset tracking, and an append-only audit trail. Both are live and still growing, and the intranet is where the operating rules the rest of the portfolio follows are actually enforced.
A SwiftUI + HealthKit iOS app that correlates weather patterns with personal health metrics, paired with a companion web experience on Firebase/GCP. I designed and built it end to end as a consumer wellbeing product, the same architecture discipline as the enterprise systems above, applied to a lighter, personal surface.
See project cardHonestResolve turns empty resolutions into real accountability across iOS, Android, and web, under the Suncalp brand. I architected a 5-step AI-guided "Honest Interview" that scores commitment authenticity (Bronze/Silver/Gold badges), streak-based check-ins, and social accountability features, a wall, leaderboards, reactions, and direct messaging, with Sign in with Apple and a Firebase-backed architecture.
See project cardLovelyRobo is a spatial AI-companion platform: photoreal 3D companion robots, each a full task-specialist (career coaching, productivity, and more) that completes real workflows end to end rather than just chatting, with live voice conversation, persistent memory, and warm character. I architected it to be offered both individually and as a bundle.
See project cardA multi-tenant community platform connecting diaspora communities with local businesses, cultural events, jobs, and discussion forums, where one codebase serves several separately branded communities. I architected the tenant isolation, the data model, and a search layer that runs embeddings locally and answers questions from retrieved listings and forum posts rather than from the model alone.
Zenolon is RAYFINITE's ERP intelligence platform, four core modules (Governance/Identity, HRMS/HCM, Financials, and the Zenolon Engine) that other RAYFINITE products integrate with, rather than are owned by. The Zenolon Engine module is a CRDT-based distributed coordination store, letting AI agents on multiple machines share state, tasks, and knowledge without a central server. I architected it as the integration layer underneath FactGuard, Dataveb, AEGIDON, AThEnA, and DiamondHull: designed once, reused across the portfolio.
See project cardFactGuard is the first product out of the Zenolon Suite: an evidence verification engine live across web, a public REST API, and an MCP server on Firebase/GCP, with the iOS app built and preparing for launch. verification engine with multi-provider model routing and a circuit breaker for resilience, plus live Stripe subscription billing, end to end, from evidence grounding to production deploy.
Visit factguard.org See project cardA self-serve, no-code web-scraper and automated-reporting SaaS built on Python/FastAPI, Next.js, and Playwright. I architected it security-first: a point-and-click selector-builder UI, an SSRF-guarded extraction layer, an idempotent job scheduler, and Stripe billing with signed-webhook verification and per-tenant usage metering.
Visit dataveb.com See project cardDiamondHull is the security layer across the portfolio, built as a portable, deploy-anywhere purple-team platform for home and small-office networks: passive-first intrusion detection that never sits in the path of a legitimate device, decoys and honeypots, verifiable evidence capture, and multi-channel alerting, with a red-team module that validates the detections. Response is manual by default, so a false positive never cuts off a real device. The evidence layer signs each bundle through a swappable asymmetric signing port, specified for Ed25519, so an auditor can verify a bundle without holding a shared secret.
See project cardA cloud/edge hybrid multi-agent platform for IT incident response, built on FastAPI, WebSockets, PostgreSQL, and Redis. I architected an incident-commander orchestration model that coordinates six specialist agents under a graduated permission system, zero-trust credential handling, blast-radius analysis before any action is taken, and end-to-end audit logging throughout.
See project cardAThEnA is the platform for making consequential decisions better: AI-augmented decision support for regulated and sovereign environments, where generic tools cannot go. It integrates model-agnostic inference, mission alignment, risk analysis, decision workflow, and audit into one system, so a decision can be traced, explained, and defended to a regulator rather than merely produced. Fourteen functional domains, specified in Corporate and Government editions and designed to deploy across cloud, on-premises, and classified environments. It presents nothing it cannot trace to a source, separates what is verified from what is inferred, and says so plainly when it does not know. It is the largest specification effort in the portfolio: business requirements, product requirements, a functional requirements document spanning twenty sections, a design-patterns catalog, and a conceptual model, all locked before a line of the build.
See project cardStatus shown for each venture is taken from its repository and is current as of .
Capabilities
The skill set that differentiates my practice: designing and operating multi-agent AI systems, not just calling an API, but architecting how AI agents plan, verify, and ship software safely.
Also exploring: Microsoft Azure.
Career
Founded a solo venture studio building AI-native products end-to-end (architecture, engineering, security, and launch), operated through a proprietary multi-agent AI engineering platform.
Track Record
Across a decade of enterprise consulting and public-sector solution architecture, from Fortune 500 technology and healthcare organizations to state agencies modernizing critical public infrastructure.
Logos and names are the property of their respective owners; shown to indicate consulting engagement history. Each tile links to the organization's official website (Catamaran Rx links to OptumRx, its successor after a 2015 acquisition).
Selected Work
Production-grade systems and products I've architected and built at RAYFINITE LLC, spanning ERP AI integration, agentic engineering infrastructure, AI fact-verification, incident response, evidence integrity, and consumer apps.
Multi-agent AI software-engineering platform
Tiered model routing, role-specialized executive and engineering agents, fail-closed CI security-review gates verified adversarially with bait pull requests, cross-machine agent federation, and skill supply-chain allowlisting, packaged as a versioned, installable plugin.
Visit rayfinite.comCompany site and the internal operations platform
The public site plus the internal platform behind it: identity and access control, HR, goals and approvals, asset tracking, and an append-only audit trail. Live and still growing.
iOS wellbeing app
SwiftUI + HealthKit app correlating weather patterns with personal health metrics, with a companion web experience, on Firebase/GCP.
Honest personal-resolutions app, brand Suncalp
HonestResolve turns commitments into real accountability across iOS, Android, and web, an AI-guided "Honest Interview," streak-based check-ins, and social accountability features like leaderboards and reactions, under the Suncalp brand.
Spatial AI-companion platform
Photoreal 3D companion robots with live voice conversation, persistent memory, and warm character, a spatial AI-companion platform offered individually and as a bundle.
Multi-tenant diaspora community platform
One codebase serving several separately branded communities, with local businesses, cultural events, jobs, and forums, plus a search layer that embeds content locally and answers from retrieved posts rather than from the model alone.
ERP intelligence platform
Four core modules (Governance/Identity, HRMS/HCM, Financials, and the Zenolon Engine) that other RAYFINITE products integrate with, rather than are owned by, as a standalone AI-native ERP integration layer.
Evidence verification engine
Live across web, a public REST API, and an MCP server on Firebase/GCP, with a proprietary multi-step verification engine, multi-provider model routing with a circuit breaker, and live Stripe subscription billing. The iOS app is built and preparing for launch.
Visit factguard.orgNo-code web-scraping & automated-reporting SaaS
Python/FastAPI, Next.js, and Playwright, architected security-first, including an SSRF-guarded extraction layer and per-tenant usage metering.
Visit dataveb.comThe security layer across the portfolio
Provenance-tracked evidence records with Ed25519 cryptographic signing, so tampered or poisoned inputs are detected and rejected before they influence model output.
Cloud/edge hybrid multi-agent IT incident response
Incident-commander orchestration with six specialist agents, a graduated permission model, zero-trust credential handling, blast-radius analysis before any action, and end-to-end audit logging.
Decision intelligence platform
AI-augmented decision support for regulated and sovereign environments. Integrates model-agnostic inference, mission alignment, risk analysis, decision workflow, and audit into one system, so a decision can be traced, explained, and defended rather than merely produced. Corporate and Government editions.
Status shown for each project is taken from its repository and is current as of .
Foundations
Specialization: Artificial Intelligence, Operating System Security, Compiler Theory, Software Engineering, Computer Graphics.
Coursework: Data Structures, Operating Systems, Database Management, Information Security, Cloud Computing.
Let's talk
Whether it's a role, a collaboration, or just trading notes on agentic AI systems, I'd love to hear from you.
Los Angeles, CA · Open to hybrid